Kinaxis Maestro Remix Agent Hackathon Cohort 2

KINAXIS MAESTRO REMIX AGENT HACKATHON 2026

Turning supply chain challenges into agent innovation

Remix brings customers and partners together to design AI agents around real-world supply chain planning challenges. Explore a selection of ideas from Cohort 2, meet the recognized teams and see how domain expertise, experimentation and Kinaxis Maestro can translate agentic AI into practical action.

UNLOCKING THE VALUE OF AI

Turn operational complexity into compounding advantage

In complex enterprises, every decision affects the next. That’s why AI matters: it can help teams understand dependencies, predict outcomes, and coordinate action faster across the organization.

But AI only creates value when it’s grounded in the physics of enterprise operations — the real-world constraints, relationships, and trade-offs that shape how businesses actually run.

Meet the Remix award winners

Cohort 2 recognized three teams for demonstrating the business value, innovation, and practical potential of agentic AI in supply chain planning. EY received the Overall Winner award, while Accenture was recognized for Best Business Impact and Capgemini received the Most Innovative Agent award.

Event-Driven S&OP Orchestration Agent

The agent orchestrates S&OP activities and disruption response, helping planners assess impacts, compare options, and act on changing conditions.

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Rapid Opportunity Feasibility and Resolution Agent

The agent evaluates new demand opportunities, identifies constraints, tests alternatives, and quantifies delivery and financial trade-offs.

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Conversational Revenue Risk Resolution Orchestrator

The agent identifies revenue risk, tests planning assumptions, recommends corrective actions, and validates outcomes before execution.

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Featured submissions

Late Order Root-Cause and Notification Agent

The agent surfaces late orders, explains their drivers, identifies responsible owners, and helps planners quickly coordinate follow-up.

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Planner Daily Exception Briefing Agent

The agent summarizes what changed, traces resulting supply and demand impacts, and prioritizes daily exceptions by business impact.

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Vendor Commit Gap Resolution Orchestrator

The agent traces supplier shortfalls to downstream impacts and tests inventory transfer, alternate sourcing, and other recovery options.

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Demand Exception Resolution Orchestrator

The agent prioritizes late orders, identifies root causes, simulates resolution options, and supports execution of the preferred response.

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Seasonal Drug Shortage Prevention Agent

The agent identifies products at risk of low coverage and adjusts time-phased safety stock to prepare for seasonal demand peaks.

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Iterative Demand Change Simulator

The agent lets planners layer successive demand changes into connected scenarios as assumptions evolve throughout the planning cycle.

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Period-Ending Inventory Mitigation Agent

The agent identifies excess inventory drivers, recommends mitigation actions, and compares scenario outcomes before changes are committed.

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Connected Demand Planning Agent

The agent connects forecast analysis, demand-risk prioritization, and consensus-plan updates to accelerate demand planning decisions.

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Multi-Level Search Support Agent

The agent explains why Multi-Level Search selected a supply route, helping planners understand the ranked objectives behind the decision.

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Scenario Decision Validity Agent

The agent revalidates planning decisions against new data and recommends whether to keep, review, or reject them before commit.

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AI creates value when it helps the business act

See how Kinaxis composable AI brings intelligence, context, and decision logic together to support faster alignment, more confident responses, and continuous improvement across complex enterprise operations.

AI for enterprise operations

Compose intelligence that works across systems

Agents and agentic workflows

Compose agents with reusable skills, workflows, and connected tools to monitor conditions and coordinate actions.

Machine learning and optimization

Combine ML, optimization, and simulation to improve performance and adapt to change.

Custom models and decision logic

Bring your own models and rules into a connected framework.

Semantic intelligence

Give every tool a shared understanding of the business.

Governed, explainable AI

Trust enterprise-grade AI with governance and explainability.

EBOOK

The AI‑powered supply chain: How agentic AI is redefining decision making

You can’t afford to wait for disruption to become a fire drill. Learn how agentic AI helps you sense change sooner and coordinate action faster.

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AI agents built for real operations

Agentic workflows use composable building blocks — including agents, triggers, automation, tools, and approvals — that coordinate work and respond automatically as conditions change.

Forward Deployed Engineering

From operational problem to working solution

The operational orchestration framework is built from interoperable capabilities assembled around how your business actually works. Kinaxis co-builds agentic solutions for critical challenges across systems, teams, and functions.

Learn more about FDE

BUSINESS IMPACT

What changes when AI is built around your business?

Your operational needs should shape how AI capabilities come together. With composable AI, teams can respond earlier, align faster, and continuously improve how decisions get made across the enterprise.

Compose new AI capabilities

Solve high-value problems with a custom-fit combination of agents, models, solvers, workflows, and custom logic.

Scale expertise across the enterprise

Package reusable skills, guidance, and business rules into workflows so teams can apply expertise consistently.

Adapt operations without rebuilding systems

Evolve workflows and decision processes over time without replacing core systems.

Extend without fragmentation

Fit AI capabilities to your processes while keeping governance and context connected.

Continuously improve performance

Use outcomes and feedback to improve AI-driven processes over time.

FROM AI INSIGHT TO COORDINATED ACTION

See how it works

Discover how Kinaxis brings AI-powered planning, decisioning, and industry-leading concurrency together.

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